carwash Dataset
Versions
v1
2024-10-28 8:11am
Generated on Oct 28, 2024
1917 Total Images
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Dataset Split
Train Set 92%
1770Images
Valid Set 4%
73Images
Test Set 4%
74Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 21% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±14° Vertical
Grayscale: Apply to 24% of images
Hue: Between -22° and +22°
Saturation: Between -23% and +23%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.84% of pixels